How real projects configure their agents

43,636 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
Adr1an04/erga-mcp Organize and track job applications and tailor LaTeX resumes from the CLI or an MCP client 13 Codex, OpenCode 1 747 tok
segentic-lab/glovebox-mcp Sandboxed computer-use MCP — drive a real browser + desktop apps in a nested X11 window. 13 Codex, OpenCode 1 1,523 tok
elbruno/mcpapp-colorpicker A Model Context Protocol (MCP) App built with .NET that provides an interactive color pick 13 Claude Code, GitHub Copilot 3 87 tok
Whatsonyourmind/oraclaw web-olive-one-89.vercel.app Deterministic decision-intelligence MCP server for AI agents — 17 tools (bandits/LinUCB, H 13 Claude Code 1 1,825 tok
dcc-mcp/dcc-mcp-photoshop pypi.org Adobe Photoshop adapter for the DCC Model Context Protocol (MCP) ecosystem — bridges MCP t 13 Claude Code, Codex, OpenCode 2 1,447 tok
miapre/mimic-ai The design system copilot that builds Figma from HTML using your real components and token 13 Claude Code 4 6,938 tok
Menghuan1918/gemini-cli-gopls This extension integrates the official MCP of the Go language server (gopls) with Gemini C 13 Gemini CLI 1 966 tok
sunnat629/android-media-pack AndroidX Media3 1.10.1 skill pack for AI coding agents: ExoPlayer migration, Compose playe 13 Claude Code 1 1,293 tok
OthmanAdi/MDDesign whimsy-finch-ty3m.here.now Orchestrator plugin: composes planning-with-files, DESIGN.md, memory routing, agent teams, 13 Claude Code, Codex, Gemini CLI, OpenCode 18 645 tok
BrianV1981/aim x.com A.I.M. – Actual Intelligent Memory: zero-token exoskeleton for long-running Gemini CLI/Cha 13 Codex, OpenCode 1 2,806 tok
aicayzer/companies-house-mcp companies-house.uk CLI and MCP server for the UK Companies House API — company search, profiles, officers, fi 13 Claude Code 1 1,155 tok
tma1-ai/devtap Bridge build/dev process output to AI coding sessions via MCP — supports Claude Code, Code 13 Claude Code 1 1,633 tok
maxturazzini/local-agent-viewer aimax.it Your local long-term memory for AI agent interactions. Parse, classify, search, and visual 13 Claude Code 1 6,059 tok
Shreyas-Dayal/ai-cli-bridge Use your Claude Max / ChatGPT Pro subscription as an API. Self-hosted Express + Bun HTTP b 13 Claude Code 1 1,282 tok
1939869736luosi/codex-sessions-manager npmjs.com CLI, MCP server, and Skill for safe local Codex session audit, cleanup, restore, and verif 13 Codex, OpenCode 1 343 tok
cote-star/agent-chorus Local-first CLI to read, compare, and hand off sessions across Claude Code, Codex, Gemini, 13 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,938 tok
noah-sheldon/ai-dev-kit noahsheldon.dev Production-ready AI dev workflow scaffold with 59 skills, 33 agents, hooks, and rules for 13 Claude Code, Codex, OpenCode 1 3,505 tok
Bpolat0/atlasmemory npmjs.com Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evi 13 Claude Code, GitHub Copilot 2 4,425 tok
QuickerHub/quicker-rpc QuickerAgent: AI desktop assistant for Quicker. Monorepo with QuickerRpc plugin + qkrpc CL 13 Claude Code, Codex, Cursor, OpenCode 25 4,357 tok
Angular-Material-Dev/angular-material-ai-rules ui.angular-material.dev This repo contains rules, instructions and guidelines for various AI based code editors to 13 GitHub Copilot 1 1,853 tok
AlteredCraft/claude-code-plugins 13 Claude Code 1 1,184 tok
sjungling/sjungling-claude-plugins personal collection of Claude Code plugins 13 Claude Code 1 2,486 tok
emdashcodes/claude-code-plugins emdash.codes Claude Code plugins featuring specialized agents, commands, and development skills. 13 Claude Code 1 1,222 tok
MadeByTokens/claude-brainstorm A Claude Code plugin that enforces brainstorming mode, preventing Claude from jumping to s 13 Claude Code 1 682 tok
arslan70/haytham arslan70.github.io Validate startup ideas and generate implementation-ready specs. Claude Code plugin. 13 Claude Code, Codex, OpenCode 9 4,783 tok
albertnahas/teamclaude Autonomous sprint plugin for Claude Code — real-time visualization of agent teams 13 Claude Code 1 1,147 tok
arthurkatcher/grok-delegate Grok Build plugin: hand work to local Claude Code or Codex as a background task 13 Codex, OpenCode 1 908 tok
Piebald-AI/splitrail-cloud splitrail.dev The cloud for Splitrail - analyzer for agentic AI coding tool usage. Sync your usage data 13 Claude Code 1 2,310 tok
thevibeworks/deva docs.deva.sh Run the official Claude Code, Codex, Gemini, Grok, and Kimi CLIs at full speed inside Dock 13 Claude Code, Codex, OpenCode 2 398 tok
sumsun-dev/awesome-web3-claude Curated list of MCP servers, AI agent frameworks, skills, and dev tools for Web3 developme 13 Claude Code 1 3,320 tok
nrwl/polygraph-skills skills, subagents and the claude plugin for polygraph 13 Claude Code, Codex, OpenCode 2 159 tok
indranildchandra/claude-local-starter Single-script installer that lifts and shifts my personal Claude Code setup - plugins, ski 13 Claude Code 1 3,023 tok
confluentinc/claude-code-confluent-plugin A Claude Code plugin that lets developers build Confluent Cloud infrastructure and data st 13 Claude Code 16 1,217 tok
pbdeuchler/llm-plugins Personal LLM Plugins for Claude Code 13 Claude Code 1 312 tok
Nancy-Chauhan/preflight Know exactly where your system breaks before you ship. Claude Code plugin that scans codeb 13 Claude Code 1 225 tok
isndev/qb-linq Lazy Enumerable-style LINQ pipelines for C++17: where, select, order_by, group_by, joins, 13 Codex, GitHub Copilot, Cursor, OpenCode 3 1,389 tok
serpentine-parser/serpentine serpentine.app See every reference between every named entity in your codebase — functions, classes, modu 13 Claude Code 6 1,014 tok
LaZZy0v0/tijori-finance-mcp 13 Claude Code 1 517 tok
iloveitaly/llm-ide-rules Centralized LLM prompt instructions for Copilot and Cursor, including scripts to convert a 13 Claude Code, Codex, GitHub Copilot, OpenCode 15 14,900 tok
Kaademos/secure-sdlc-agents owasp.org A team of Claude Code sub-agents that enforce security across the full SDLC, from ASVS req 13 Claude Code 9 2,116 tok
braintrustdata/bt 13 Claude Code, Codex, OpenCode 3 610 tok
ArtemisAI/Harness_Engineering A template project for harness engineering and grounding long running agentic AI coding sw 13 Claude Code, Codex, GitHub Copilot, OpenCode 8 6,305 tok
firatcand/forge A lightweight framework for shipping software products from idea to production with AI cod 13 Claude Code, Codex, OpenCode 2 820 tok
FeatureFactory-io/mimir Mimir is a foundation for self-evolving methodologies for well-defined tasks - it provides 13 Claude Code, Cursor 3 3,444 tok
neilzhangpro/Maestro Maestro is a harness for AI software engineers, transforming Linear issues into orchestrat 13 Claude Code 1 1,657 tok
initialneil/project-with-reflect Claude Code meta-skill: turn each project/machine/device into a self-improving skill (log 13 Claude Code, Codex, GitHub Copilot, OpenCode 4 508 tok
LiaScript/teaching-agent A BMAD-method-inspired teaching agent to support the creation of lectures with LiaScript 13 Claude Code, Codex, OpenCode 2 3,695 tok
1mrat/cursor-taskrunner This is a proof of concept that shows how you can get cursor to execute tasks like creatin 13 Cursor 1 144 tok
hekivo/superpowers-sage Sage + Acorn + Lando superpowers for Claude Code — ACF Composer, Livewire, Eloquent, Route 13 Claude Code, Codex, OpenCode 2 2,014 tok
kyungseo/ai-workflow-harness A manual-first, human-in-the-loop workflow harness for AI-assisted development—aligns plan 13 Claude Code, Codex, OpenCode 30 1,483 tok